Agustín Brau

ORCID: 0000-0003-2232-7947
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Research Areas
  • Advanced Measurement and Metrology Techniques
  • Scientific Measurement and Uncertainty Evaluation
  • Manufacturing Process and Optimization
  • Sensor Technology and Measurement Systems
  • Robotic Mechanisms and Dynamics
  • Advanced machining processes and optimization
  • Engineering Technology and Methodologies
  • Optical measurement and interference techniques
  • Data Mining Algorithms and Applications
  • Network Security and Intrusion Detection
  • Image and Object Detection Techniques
  • Anomaly Detection Techniques and Applications
  • Quality and Management Systems
  • Fault Detection and Control Systems
  • Customer churn and segmentation
  • Time Series Analysis and Forecasting
  • Parallel Computing and Optimization Techniques
  • Advanced Numerical Analysis Techniques
  • Big Data and Business Intelligence
  • Imbalanced Data Classification Techniques
  • Financial Distress and Bankruptcy Prediction
  • Additive Manufacturing Materials and Processes
  • Quality and Supply Management
  • Additive Manufacturing and 3D Printing Technologies

Universidad de Sonora
2014-2024

Universidad de Hermosillo
2024

Universidad de Zaragoza
1970-2014

A new procedure for the calibration of an articulated arm coordinate measuring machine (AACMM) is presented in this paper. First, a self-calibration algorithm four laser trackers (LTs) developed. The spatial localization retroreflector target, placed different positions within workspace, determined by means geometric multilateration system constructed from LTs. Next, nonlinear optimization identification AACMM explained. An objective function based on Euclidean distances and standard...

10.1155/2014/681853 article EN cc-by The Scientific World JOURNAL 2014-01-01

A crucial task in the procedure of identifying parameters a kinematic model an articulated arm coordinate measuring machine (AACMM) or robot is process capturing data. In this paper data method analyzed using self-centering active probe, which drastically reduces capture time and required number positions gauge as compared to usual standard manufacturer methods. The mathematical models probe AACMM are explained, well that links global reference system system. We present self-calibration will...

10.1088/0957-0233/21/5/055101 article EN Measurement Science and Technology 2010-03-26

Abstract This paper presents a comparison of different techniques to capture nominal data for its use in later verification and kinematic parameter identification procedures articulated arm coordinate measuring machines (AACMM). By using four probing systems (passive spherical probe, active self-centering passive probe probe) the accuracy repeatability captured points has been evaluated by comparing these materialized ball-bar gauge distributed several positions measurement volume. Then, it...

10.2478/mms-2014-0020 article EN Metrology and Measurement Systems 2014-05-23

Calibration of Laser Tracker systems is based most times in the determination its geometrical errors. Some standards as ASME B89.4.19 (2006) and VDI 2617-10 (2011) describe different tests to calculate geometric misalignments that cause systematic errors measurements. These are caused not only because other sources error must also be taken count. In this work we want express a kinematic form. Errors will split two components, The first ones depend on offsets, tilts eccentricity mechanical...

10.1016/j.proeng.2013.08.190 article EN Procedia Engineering 2013-01-01

This paper presents a new verification procedure for articulated arm coordinate measuring machines (AACMMs) together with capacitive sensor-based indexed metrology platform (IMP) based on the generation of virtual reference distances. The novelty this lays possibility creating points, gauges and distances through platform's mathematical model taking as measurements ball bar gauge located in fixed position instrument's working volume. are carried out AACMM assembled IMP from six rotating...

10.3390/s16111940 article EN cc-by Sensors 2016-11-18

During the last years, use of Portable Coordinate Measuring Machines (PCMMs) in industry has increased considerably, mostly due to their flexibility for accomplishing in-line measuring tasks as well reduced costs and operational advantages compared traditional coordinate machines (CMMs). However, operation a significant drawback derived from techniques applied verification optimization procedures kinematic parameters. These are based on capture data with instrument calibrated gauge object,...

10.3390/s140100606 article EN cc-by Sensors 2014-01-02

In today's technologically advanced landscape, sensors feed critical data for accurate decision-making and actions. Ensuring the integrity reliability of sensor is paramount to system performance security. This paper introduces an innovative approach utilizing discrete wavelet transforms (DWT) embedded within microcontrollers scrutinize meticulously. Our methodology aims detect isolate malfunctions, misuse, or any anomalies before they permeate system, potentially causing widespread...

10.20944/preprints202408.1710.v1 preprint EN 2024-08-23

In today’s technologically advanced landscape, sensors feed critical data for accurate decision-making and actions. Ensuring the integrity reliability of sensor is paramount to system performance security. This paper introduces an innovative approach utilizing discrete wavelet transforms (DWT) embedded within microcontrollers scrutinize meticulously. Our methodology aims detect isolate malfunctions, misuse, or any anomalies before they permeate system, potentially causing widespread...

10.3390/machines12090664 article EN cc-by Machines 2024-09-22

In today's era, organizations are increasingly prioritizing process automation to optimize efficiency and drive sales. One area where Machine Learning (ML) techniques can be particularly valuable is in automating tasks such as lead classification for Jupyter Notebooks, logistic regression was utilized design train a model accurately predict whether will convert into client or not. Then, Azure Studio which Operations platform (MLOps), the Two-Class Logistic Regression algorithm used pipeline,...

10.1080/08839514.2024.2376978 article EN cc-by Applied Artificial Intelligence 2024-07-09

10.1007/s00170-015-7648-3 article EN The International Journal of Advanced Manufacturing Technology 2015-08-27

High-range measuring equipment like laser trackers need large dimension calibrated reference artifacts in their calibration and verification procedures. In this paper, a new procedure for portable coordinate instruments based on the generation evaluation of virtual distances with an indexed metrology platform is developed. This methodology enables definition unlimited number without materializing them physical gauge to be used as reference. The points lengths derived linked concept knowledge...

10.1088/0957-0233/26/11/115010 article EN Measurement Science and Technology 2015-10-16

Abstract The development of new gauges and alternative calibration verification techniques applied to articulated arm coordinate measuring machine (AACMM) has been approached in different ways. In this work the analysis use a laser tracker (LT) as reference instrument procedures for AACMM together with an indexed metrology platform (IMP) replacing conventional one-dimensional is presented. This technique avoids need materializing length required gauge, increasing flexibility defining test...

10.1016/j.proeng.2015.12.555 article EN Procedia Engineering 2015-01-01

La metodología Lean Six Sigma es popularmente conocida en el giro industrial como una forma de reducir la variación los procesos productivos, donde, mediante uso herramientas las filosofías Esbelta y Seis Sigma, se busca mejorar calidad productos o servicios al menor coste posible. Si bien existen diferentes estrategias, ha vuelto sumamente llamativa últimos años por eficiencia magnitud sus resultados. En este trabajo presenta aplicación dicha empresa dedicada a fabricación artículos...

10.22201/fi.25940732e.2023.24.1.007 article ES Ingeniería Investigación y Tecnología 2023-01-01

This article describes a method called overlap to perform two main tasks. The first is the performance evaluation of coordinate measurement system (CMS) with measuring range larger than length artifacts. second calibration one-dimensional artifacts using CMS smaller Examples are ball bars, step gauges, or scale bars lines circle marks. For task, uses translation between errors in line inside volume CMS. it rotation and 3D coordinates elements belonging artifact. Validation for task done...

10.1088/1361-6501/ab5416 article EN Measurement Science and Technology 2019-11-04

Calibration of Laser Tracker systems is based most times in the determination its geometrical errors. Some standards as ASME B89.4.19 [1] and VDI 2617-10 [2] describe different tests to calculate geometric misalignments that cause systematic errors measurements. These are caused not only because other sources error must also be taken count. In this work we want state a kinematic form. Errors will split two components, The first ones depend on offsets, tilts eccentricity mechanical optical...

10.4028/www.scientific.net/kem.615.63 article EN Key engineering materials 2014-06-01

In this paper it is presented a technique to evaluate the calibration uncertainty for robot arm calibrated by circle point analysis method. The method developed, based on probability distribution propagation calculation recommended Guide Expression of Uncertainty Measurement, and Monte Carlo method, makes possible calculate in identification each single parameter, thus estimate positioning accordance its uncertainty, not according set locations orientations previously defined unique...

10.1063/1.4707581 article EN AIP conference proceedings 2012-01-01

Views Icon Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Twitter Facebook Reddit LinkedIn Tools Reprints and Permissions Cite Search Site Citation Jorge Santolaria, Agustín Brau, Francisco Javier Brosed, Juan José Aguilar; Evaluation of Techniques to Capture Nominal for Verification Kinematic Calibration Articulated Arm Coordinate Measuring Machines. AIP Conf. Proc. 23 November 2009; 1181 (1): 202–212. https://doi.org/10.1063/1.3273631 Download citation...

10.1063/1.3273631 article EN AIP conference proceedings 2009-01-01

The demand for faster and more reliable measuring tasks the control quality assurance of modern production systems has created new challenges field coordinate metrology. Thus, search solutions in metrology need development existing ones still persists. One example such a system is portable machine (PCMM), use which industry considerably increased recent years, mostly due to its flexibility accomplishing in-line as well reduced cost operational advantages compared traditional machines....

10.1088/1361-6501/aa5740 article EN Measurement Science and Technology 2017-01-06

The demand of faster and reliable measuring tasks for the control quality assurance modern production systems creates new challenges field coordinate metrology. Thus, search solutions in metrology development existing ones that respond to industry’s demands still persists. An example such are portable machines (PCMMs), which use industry has considerably increased during last years, mostly due their flexibility accomplishing in-line as well reduced costs operational advantage compared...

10.1504/ijmms.2014.064751 article EN International Journal of Mechatronics and Manufacturing Systems 2014-01-01
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